Strategy Consultant - AI Training & Evaluation (MBB & Top-Tier Firms)

Support frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners. Join a team of top-tier strategy consultants to translate real-world consulting engagements into structured learning environments for advanced AI systems.

Location: Remote

Responsibilities

• Build realistic consulting project environments grounded in real engagement dynamics, including industry context, financials, constraints, conflicting inputs, and incomplete information.
• Design structured consulting tasks for AI agents, such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.
• Define evaluation criteria and quality standards, including grading frameworks, evaluation rubrics, and golden-answer solutions for each task, to train and calibrate an LLM-based grading system.

Requirements

• 3+ years at McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&.
• Strong structured problem-solving and hypothesis-driven thinking.
• Ability to translate vague problems into clear analytical steps and deliverables.
• High attention to logical consistency and output quality.
• Independent, self-directed working style.
• Clear written English (B2+).

Additional Information

• This role is exclusively for consultants with direct experience at top-tier strategy consulting firms.
• It is a remote, project-based, individual-contributor role focused on analytical design and evaluation.